Sentence, self-awareness, can only exist when you receive yourself as an input in some form shape or way.
These llms just don't do that. Technically recursive networks that we were using before the llms could, but these new models have no method but the context to understand their own state of mind.
And my knowledge they aren't currently trained on their own output when it comes to context, they're just trained on a data set that exists already. As a result they have no way of differentiating their own output from the input they get from the world. I don't see them being able to be sentient in any way as a result.
Which is not me saying they can't be, we just have to get to the point that we are training that into them somehow.